34 citations · 39 across the 3 of their papers we have counts for
3 papers
q-bio.NC2024★ 1 cited
Decoding finger velocity from cortical spike trains with recurrent spiking neural networks
Tengjun Liu, Julia Gygax, Julian Rossbroich +3
Invasive cortical brain-machine interfaces (BMIs) can significantly improve the life quality of motor-impaired patients. Nonetheless, externally mounted pedestals pose an infection…
q-bio.NC2023★ 4 cited
Dis-inhibitory neuronal circuits can control the sign of synaptic plasticity
Julian Rossbroich, Friedemann Zenke
How neuronal circuits achieve credit assignment remains a central unsolved question in systems neuroscience. Various studies have suggested plausible solutions for back-propagating…
cs.NE2022★ 34 cited
Fluctuation-driven initialization for spiking neural network training
Julian Rossbroich, Julia Gygax, Friedemann Zenke
Spiking neural networks (SNNs) underlie low-power, fault-tolerant information processing in the brain and could constitute a power-efficient alternative to conventional deep neural…